Mobile Terminal Display Mode Adaptation via Usage Statistics
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Solution Overview
Problem
Current mobile communication terminals are slow to respond to user habits and frequently experience false switching between landscape and portrait modes due to reliance on gravity sensors, leading to an unsatisfactory user experience.
Innovation Solution
Implement a method to acquire and compare statistical values of landscape and portrait mode usage to automatically select the display manner that best aligns with the user's habits, using parameters such as time and frequency of use to determine the preferred display mode.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Extent of automation
If gravity sensor is used to automatically detect device orientation and switch display mode, then automatic switching is achieved, but false switching and slow response to user habits occur
Solution Approach 1:
The system continuously monitors user manual switching operations and uses this feedback to update the habit recognition model. When a user manually switches display mode, the system records this behavior and adjusts future automatic switching decisions based on this learned preference, reducing false switching while maintaining automation.
Solution Approach 2:
The system pre-learns user preferences through statistical analysis of historical display mode usage data before actual switching decisions are needed. By accumulating and analyzing user habits in advance, the system can make more accurate automatic switching decisions that align with user expectations, reducing false switching.
2Extent of automation
If gravity sensor automatically switches display mode based on device orientation, then landscape/portrait mode switching is automated, but user habit response is slow and unsatisfactory
Solution Approach 1:
The system performs preliminary analysis of user display mode preferences by collecting and statistically analyzing historical usage data before actual switching decisions are required. This pre-learning process enables the system to quickly respond to user habits when switching decisions are needed, improving response speed and user satisfaction.
Solution Approach 2:
The system automatically learns and adapts to user preferences without requiring explicit user configuration or training. By autonomously analyzing usage patterns and adjusting switching behavior accordingly, the system serves itself to improve habit response speed while maintaining automation.
3Ease of operation
If manual setting of landscape or portrait mode is allowed after application run, then user control is provided, but rapid adaptation to user habits is not achieved
Solution Approach 1:
The system monitors and records user manual display mode selections, using this feedback to automatically learn and adapt to user habits over time. This creates a closed-loop system where user control actions directly influence future automatic behavior, enabling rapid habit adaptation while preserving user control capabilities.
Solution Approach 2:
The system automatically learns from user manual settings without requiring explicit programming or configuration by the user. By autonomously analyzing manual control patterns and adjusting switching behavior accordingly, the system achieves rapid habit adaptation while maintaining ease of operation through continued user control options.
Data Source
AI summary
The present invention relates to the field of communications technologies, and provides an application displaying method and a mobile communication terminal based on a user's habit. The method includes: when the mobile communication terminal runs an application, acquiring a statistical value of displaying in a landscape manner and a statistical value of displaying in a portrait manner when the mobile communication terminal previously ran the application, comparing the statistical value of the landscape-manner displaying and the statistical value of the portrait-manner displaying to acquire a displaying manner corresponding to a larger displaying statistical value; and displaying a display interface of the application of the mobile communication terminal in the displaying manner corresponding to the larger displaying statistical value.